Free Online Machine Learning Courses & MOOCs

Esri

Spatial Data Science: The New Frontier in Analytics (Esri)

CS: Information & Technology Data Science

Embark on a transformative journey into Spatial Data Science with this comprehensive online course from Esri. Over the span of six weeks, you'll dive deep into leveraging spatial data to revolutionize your approach to analytics. Master the art of analyzing geospatial information, solving intricate problems, and presenting findings through cutting-edge mapping technologies and applications.

Oct 5th 2022

5-12 Weeks

Machine Learning Data Science Geospatial Analysis

Coursera

AWS

AWS Computer Vision: Getting Started with GluonCV (Coursera)

CS: Information & Technology

Embark on a comprehensive journey into Computer Vision with 'AWS Computer Vision: Getting Started with GluonCV'. This course is tailored for learners who want to leverage Amazon Web Services (AWS) to develop cutting-edge computer vision models. You'll explore the fundamentals of artificial neural networks and deep learning, and learn how to effectively construct and train models using Apache MXNet's GluonCV toolkit on AWS.

Jul 25th 2022

5-12 Weeks

Machine Learning Computer Vision Amazon EC2

Coursera

Higher School of Economics - HSE University

Estimating ML-Models Financial Impact (Coursera)

Data Science

Dive into the world of machine learning (ML) financial impact estimation with our specialized online course. Gain insights into how to accurately assess the financial implications of deploying ML models within business processes. This course will guide you through general approaches to financial estimation, specific applications in credit scoring and marketing response models, and the critical connection between model quality metrics and financial outcomes.

Jul 18th 2022

5-12 Weeks

ML Analysis Machine Learning

Coursera

Yandex

Big Data Applications: Machine Learning at Scale (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Big Data Applications and master Machine Learning at Scale with our expert-led course. Gain insights into applying sophisticated algorithms to tackle intricate challenges, transforming your understanding and skills in data science.

May 16th 2022

5-12 Weeks

Machine Learning Big Data Recommender Systems

Coursera

Higher School of Economics - HSE University

Introduction to Text Mining with R (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into the fascinating world of Text Mining with R, where you'll learn essential techniques used by top data scientists worldwide. This beginner-friendly course will guide you through programmatically working with text, advanced algorithms, and models, transforming your perspective on textual data analysis.

May 16th 2022

5-12 Weeks

ML Machine Learning R Programming

Coursera

Higher School of Economics - HSE University

Calculus and Optimization for Machine Learning (Coursera)

Sci: Mathematics

Unlock the secrets of Calculus and Optimization with our expert-led course designed specifically for aspiring Machine Learning enthusiasts. Gain a solid foundation in essential mathematical concepts including limits, differentiation, integration, and optimization strategies that are pivotal to mastering advanced data science topics.

May 9th 2022

5-12 Weeks

Math Calculus Machine Learning

Coursera

Higher School of Economics - HSE University

First Steps in Linear Algebra for Machine Learning (Coursera)

Sci: Mathematics

Dive into 'First Steps in Linear Algebra for Machine Learning' and unlock the power of vectors, matrices, and their applications in data science and AI. Perfect for beginners looking to build a strong foundation in linear algebra as it pertains to machine learning.

May 9th 2022

4 Weeks

Math Machine Learning Linear Algebra

FutureLearn

Luleå University of Technology

Computer Vision: Image Understanding for Efficient Business and Industry (FutureLearn)

Robotics & Computer Vision

Discover the transformative power of Computer Vision in this three-week course designed to introduce you to the basics and applications of image understanding in modern businesses and industries. Developed by Luleå University of Technology, this course will equip you with a foundational knowledge of Computer Vision and its pivotal role in Industry 4.0.

May 2nd 2022

3 Weeks

Business Image Machine Learning

Coursera

Yandex

Practical Crowdsourcing for Efficient Machine Learning (Coursera)

Data Science

Dive into the world of efficient machine learning with our 'Practical Crowdsourcing for Efficient Machine Learning' course. This comprehensive program will guide you through the process of using crowdsourcing methodologies to tackle complex challenges by breaking them down into manageable tasks, distributed across a wide network of contributors. Gain hands-on experience designing your own crowdsourced projects and learn techniques that ensure high-quality data labeling and stable performance.

Apr 25th 2022

5-12 Weeks

Machine Learning Data Science Business Processes